Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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141
Accelerated data science with a Kaggle grandmaster

Accelerated data science with a Kaggle grandmaster

Apr 04, 2023

Daniel and Chris explore the intersection of Kaggle and real-world data science in this illuminating conversation with Christof Henkel, Senior Deep Learning Data Scientist at NVIDIA and Kaggle Grandma...

142
Explainable AI that is accessible for all humans

Explainable AI that is accessible for all humans

Mar 28, 2023

We are seeing an explosion of AI apps that are (at their core) a thin UI on top of calls to OpenAI generative models. What risks are associated with this sort of approach to AI integration, and is exp...

143
AI search at You.com

AI search at You.com

Mar 15, 2023

Neural search and chat-based search are all the rage right now. However, You.com has been innovating in these topics long before ChatGPT. In this episode, Bryan McCann from You.com shares insights rel...

144
End-to-end cloud compute for AI/ML

End-to-end cloud compute for AI/ML

Mar 07, 2023

We’ve all experienced pain moving from local development, to testing, and then on to production. This cycle can be long and tedious, especially as AI models and datasets are integrated. Modal is tryin...

145
Success (and failure) in prompting

Success (and failure) in prompting

Feb 28, 2023

With the recent proliferation of generative AI models (from OpenAI, co:here, Anthropic, etc.), practitioners are racing to come up with best practices around prompting, grounding, and control of outpu...

146
Applied NLP solutions & AI education

Applied NLP solutions & AI education

Feb 22, 2023

We’re super excited to welcome Jay Alammar to the show. Jay is a well-known AI educator, applied NLP practitioner at co:here, and author of the popular blog, “The Illustrated Transformer.” In this epi...

147
Serverless GPUs

Serverless GPUs

Feb 14, 2023

We’ve been hearing about “serverless” CPUs for some time, but it’s taken a while to get to serverless GPUs. In this episode, Erik from Banana explains why its taken so long, and he helps us understand...

148
MLOps is alive and well

MLOps is alive and well

Feb 07, 2023

Worlds are colliding! This week we join forces with the hosts of the MLOps.Community podcast to discuss all things machine learning operations. We talk about how the recent explosion of foundation mod...

149
3D assets & simulation at NVIDIA

3D assets & simulation at NVIDIA

Jan 31, 2023

What’s the current reality and practical implications of using 3D environments for simulation and synthetic data creation? In this episode, we cut right through the hype of the Metaverse, Multiverse, ...

150
GPU dev environments that just work

GPU dev environments that just work

Jan 24, 2023

Creating and sharing reproducible development environments for AI experiments and production systems is a huge pain. You have all sorts of weird dependencies, and then you have to deal with GPUs and N...

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